A comprehensive survey of cybersecurity threats, attacks, and effective countermeasures in Industrial Internet of things

AM Alnajim, S Habib, M Islam, SM Thwin, F Alotaibi - Technologies, 2023 - mdpi.com
The Industrial Internet of Things (IIoT) ecosystem faces increased risks and vulnerabilities
due to adopting Industry 4.0 standards. Integrating data from various places and converging …

A label-relevance multi-direction interaction network with enhanced deformable convolution for forest smoke recognition

H Tao - Expert Systems with Applications, 2024 - Elsevier
Forest fires pose a significant threat to both the economy and ecology, causing extensive
damage. Smoke serves as a crucial indicator of forest fires, often appearing before the …

Enhancing real-time fire detection: an effective multi-attention network and a fire benchmark

T Khan, ZA Khan, C Choi - Neural Computing and Applications, 2023 - Springer
Over the past decades, fire has been considered one of the most serious natural disasters
because of its devastating nature, rapid spread, and high impact on the ecology, economy …

Mitigating the risks of malware attacks with deep Learning techniques

AM Alnajim, S Habib, M Islam, R Albelaihi… - Electronics, 2023 - mdpi.com
Malware has become increasingly prevalent in recent years, endangering people,
businesses, and digital assets worldwide. Despite the numerous techniques and …

Intelligent monitoring and quantitative evaluation of fire risk in subway construction: Integration of multi-source data fusion, FTA, and deep learning

G Chen, S Wang, Y Ran, X Cao, Z Fang, Z Xu - Journal of Cleaner …, 2024 - Elsevier
Due to their long, winding passages and poor visibility, subway systems are highly
susceptible to rapid smoke spread during fires, risking substantial casualties. This paper …

Machine learning-driven real-time identification of large-space building fires and forecast of temperature development

W Ji, GQ Li, S Zhu, J Li, H Qi, Y Wang - Expert Systems with Applications, 2024 - Elsevier
In firefighting, real-time knowledge of fire dynamics is crucial yet often unavailable. The
building geometry and measured gas temperatures are integrated to ascertain fire states …

A new algorithm for real-time detection of window opening area in residential buildings

Y Liu, WT Chong, YH Yau, D Han, M Qin, F Deng… - Building and …, 2023 - Elsevier
The variation in window opening areas by individuals can lead to significant differences in
air change rates, indirectly affecting indoor air quality and building energy consumption …

BoucaNet: a CNN-Transformer for smoke recognition on remote sensing satellite images

R Ghali, MA Akhloufi - Fire, 2023 - mdpi.com
Fire accidents cause alarming damage. They result in the loss of human lives, damage to
property, and significant financial losses. Early fire ignition detection systems, particularly …

[HTML][HTML] A Multi-Scale Approach to Early Fire Detection in Smart Homes

A Abdusalomov, S Umirzakova, F Safarov… - Electronics, 2024 - mdpi.com
In recent years, advancements in smart home technologies have underscored the need for
the development of early fire and smoke detection systems to enhance safety and security …

An efficient forest fire target detection model based on improved YOLOv5

L Zhang, J Li, F Zhang - Fire, 2023 - mdpi.com
To tackle the problem of missed detections in long-range detection scenarios caused by the
small size of forest fire targets, initiatives have been undertaken to enhance the feature …